Moderator: Julia Niles
Judges: Neetika Gupta, Adnan Sheikh & Mitch Wilson

Assessing the Diagnostic Yield of MRI-Guided Breast Biopsies for Non-Mass Enhancement: Unraveling Predictors and Refining Diagnostic Strategies
Tahani Alghamdi

Queen’s University Eloquent Stroke Territory (QUEST) Score – An Improved Predictor of Final Patient Outcome: A Retrospective-Cohort Study
Faraz Honarvar

Is Instagram Ready for Research? Comparative Analysis of X (Formerly Twitter) versus Instagram for a Radiology Department Research Account
Sunam Jassar

Optimizing Clinical Outcomes: The Efficacy of Specialized Named Entity Recognition Models for Pulmonary Nodule Detection in Computed Tomography Reports
Alireza Mojibian

Authorship Gender among Articles about Artificial Intelligence in Breast Imaging
Sonali Sharma

An Analysis of the Availability of Multilingual & Accessibility Features of Online Mammography Information Websites in Canada and The USA
Sonali Sharma